https://github.com/gahogg/keras-model-on-google-cloud
This is a series of notebooks intended as a tutorial for deploying a Keras model (a Convolutional Neural Network for Fashion MNIST) on Google Cloud using AI Platform Prediction. It includes the steps on how to get predictions from the model from a local Python client. It assumes a Google Cloud Account with a project and bucket created, the Google service account file created, and the proper dependencies installed on an Ubuntu machine.
https://github.com/gahogg/keras-model-on-google-cloud
gcp google-cloud google-cloud-platform jupyter-notebook python
Last synced: about 1 month ago
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This is a series of notebooks intended as a tutorial for deploying a Keras model (a Convolutional Neural Network for Fashion MNIST) on Google Cloud using AI Platform Prediction. It includes the steps on how to get predictions from the model from a local Python client. It assumes a Google Cloud Account with a project and bucket created, the Google service account file created, and the proper dependencies installed on an Ubuntu machine.
- Host: GitHub
- URL: https://github.com/gahogg/keras-model-on-google-cloud
- Owner: gahogg
- Created: 2020-05-04T00:18:25.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2020-07-22T14:54:56.000Z (almost 6 years ago)
- Last Synced: 2025-10-03T22:32:37.053Z (9 months ago)
- Topics: gcp, google-cloud, google-cloud-platform, jupyter-notebook, python
- Language: Jupyter Notebook
- Homepage:
- Size: 51.8 KB
- Stars: 1
- Watchers: 2
- Forks: 3
- Open Issues: 0
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Metadata Files:
- Readme: README.md